A systematic literature review of intelligent data analysis methods for smart sport training

A Rajšp, I Fister Jr - Applied Sciences, 2020 - mdpi.com
The rapid transformation of our communities and our way of life due to modern technologies
has impacted sports as well. Artificial intelligence, computational intelligence, data mining …

Wearable and portable devices for acquisition of cardiac signals while practicing sport: a scoping review

S Romagnoli, F Ripanti, M Morettini, L Burattini… - Sensors, 2023 - mdpi.com
Wearable and portable devices capable of acquiring cardiac signals are at the frontier of the
sport industry. They are becoming increasingly popular for monitoring physiological …

A multi-stage denoising framework for ambulatory ECG signal based on domain knowledge and motion artifact detection

X Xie, H Liu, M Shu, Q Zhu, A Huang, X Kong… - Future Generation …, 2021 - Elsevier
Electrocardiogram (ECG) acquired by wearable devices is increasingly used for healthcare
applications. However, the ECG signals are severely corrupted by various noises (eg …

Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition

H Haresamudram, I Essa, T Ploetz - Sensors, 2024 - mdpi.com
Human activity recognition (HAR) in wearable and ubiquitous computing typically involves
translating sensor readings into feature representations, either derived through dedicated …

Feasibility assessment of wearable respiratory monitors for ambulatory inhalation topography

S Jayasekera, E Hensel, R Robinson - International Journal of …, 2021 - mdpi.com
Background: Natural environment inhalation topography provides useful information for
toxicant exposure, risk assessment and cardiopulmonary performance. Commercially …

[HTML][HTML] Initial investigation of athletes' electrocardiograms acquired by wearable sensors during the pre-exercise phase

S Romagnoli, A Sbrollini… - The Open …, 2021 - openbiomedicalengineeringjournal …
Aim: The aim of this study is to support large-scale prevention programs fighting sport-
related sudden cardiac death by providing a set of electrocardiographic features …

Ensemble empirical mode decomposition for efficient R-peak detection in electrocardiograms acquired by portable sensors during sport activity

S Romagnoli, I Marcantoni… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Wearable and portable electrocardiographic devices are revolutionizing athlete's screening
through digital health application enabling a continuous monitoring of important cardiac …

Signal Processing for athletic cardiovascular monitoring with wearable sensors: Fully automatic detection of training phases from heart rate data

S Romagnoli, A Sbrollini, A Scalese… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Heart rate (HR) recording is a non-invasive, cheap and time-efficient tool for continuous
cardiovascular monitoring through wearable technologies in sport applications directly on …

Characterization of QT-interval adaptation time lag in response to sport-induced heart rate changes measured from wearable ECG recordings

S Romagnoli, A Sbrollini, L Burattini… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Objectives: Elevated heterogeneity in ventricular repolarization can promote malignant
ventricular arrhythmias. During exercise, distinct ventricular cells may present different …

Sport? Sicuro! A graphical user interface for continuous cardiovascular monitoring while playing sport based on heart rate and heart-rate variability

S Romagnoli, A Sbrollini, I Marcantoni… - 2022 Computing in …, 2022 - ieeexplore.ieee.org
Heart rate (HR) and heart-rate variability (HRV) are increasingly used to assess the body
response to heavy physical effort and to define cardiovascular risk indices for sport related …